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1

An introduction and survey of estimation of distribution algorithms

Mark Hauschild, Martin Pelikan

Journal:

Swarm and Evolutionary Computation

Year:

2011

Language:

english

File:

PDF, 747 KB

english, 2011

2

Linkage Problem, Distribution Estimation, and Bayesian Networks

Pelikan, Martin, Goldberg, David E., Cantú-Paz, Erick

Journal:

Evolutionary Computation

Year:

2000

Language:

english

File:

PDF, 296 KB

english, 2000

3

Detection of resource overload in conditions of project ambiguity

Pelikan, Martin, Stikova, Hana, Vrana, Ivan

Journal:

IEEE Transactions on Fuzzy Systems

Year:

2016

Language:

english

File:

PDF, 959 KB

english, 2016

4

A hierarchy machine: Learning to optimize from nature and humans

Martin Pelikan, David E. Goldberg

Journal:

Year:

2003

Language:

english

File:

PDF, 222 KB

english, 2003

5

Database independent detection of isotopically labeled MS/MS spectrum peptide pairs

Frank Potthast, Jiri Ocenasek, Dorothea Rutishauser, Martin Pelikan, Ralph Schlapbach

Journal:

Journal of Chromatography B

Year:

2005

Language:

english

File:

PDF, 134 KB

english, 2005

6

Getting the best of both worlds: Discrete and continuous genetic and evolutionary algorithms in concert

Martin Pelikan, David E Goldberg, Shigeyoshi Tsutsui

Journal:

Information Sciences

Year:

2003

Language:

english

File:

PDF, 495 KB

english, 2003

7

Tetragonal distortions and vibronic coupling in hexaflouro nickel(II) and copper (II) complexes

Roman Boc̆a, Peter Pelikán, Martin Breza, Ján Gaz̆o

Journal:

Year:

1983

Language:

english

File:

PDF, 630 KB

english, 1983

8

Theoretical study of the static Jahn-Teller effect—II three-mode vibronic coupling in octahedral halocomplexes with triply degenerate electronic states

Peter Pelikán, Martin Breza, Roman Bocča

Journal:

Year:

1986

Language:

english

File:

PDF, 596 KB

english, 1986

9

Theoretical study of the static Jahn-Teller effect—III. Type of vibronic coupling in hexahalo complexes

Martin Breza, Peter Pelikán, Roman Boča

Journal:

Year:

1986

Language:

english

File:

PDF, 552 KB

english, 1986

10

Theoretical study of the static Jahn-Teller effect—I. Two-mode vibronic coupling in octahedral halocomplexes with doubly degenerate electronic states

Peter Pelikán, Martin Breza, Roman Boča

Journal:

Year:

1985

Language:

english

File:

PDF, 890 KB

english, 1985

11

Scalability of the Bayesian optimization algorithm

Martin Pelikan, Kumara Sastry, David E. Goldberg

Journal:

International Journal of Approximate Reasoning

Year:

2002

Language:

english

File:

PDF, 547 KB

english, 2002

12

Model accuracy in the Bayesian optimization algorithm

Claudio F. Lima, Fernando G. Lobo, Martin Pelikan, David E. Goldberg

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2011

Language:

english

File:

PDF, 1024 KB

english, 2011

13

Sporadic model building for efficiency enhancement of the hierarchical BOA

Martin Pelikan, Kumara Sastry, David E. Goldberg

Journal:

Genetic Programming and Evolvable Machines

Year:

2008

Language:

english

File:

PDF, 721 KB

english, 2008

14

A Survey of Optimization by Building and Using Probabilistic Models

Martin Pelikan, David E. Goldberg, Fernando G. Lobo

Journal:

Computational Optimization and Applications

Year:

2002

Language:

english

File:

PDF, 108 KB

english, 2002

15

The environmental symmetry influence on molecular nitrogen activation

Martin Breza, Peter Pelikán

Journal:

Journal of Molecular Structure: THEOCHEM

Year:

1991

Language:

english

File:

PDF, 344 KB

english, 1991

16

Kinetics of cyclosporine A-induced inhibition of succinate-coenzyme Q dehydrogenase in rat renal cortical mitochondria

Carlos A.E. Lemmi, Peter C.D. Pelikan, Bard Geesaman, Eric Seamon, Martin Koyle, Jacob Rajfer

Journal:

Biochemical Medicine and Metabolic Biology

Year:

1990

Language:

english

File:

PDF, 770 KB

english, 1990

17

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - Finding ground states of Sherrington-Kirkpatrick spin glasses with hierarchical boa and genetic algorithms

Pelikan, Martin, Helmut, Katzgraber G., Kobe, Sigismund

Year:

2008

Language:

english

File:

PDF, 502 KB

english, 2008

18

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - Influence of selection and replacement strategies on linkage learning in BOA

Lima, Claudio F., Pelikan, Martin, Goldberg, David E., Lobo, Fernando G., Sastry, Kumara, Hauschild, Mark

Year:

2007

Language:

english

File:

PDF, 162 KB

english, 2007

19

Dependency Structure Matrix, Genetic Algorithms, and Effective Recombination

Yu, Tian-Li, Goldberg, David E., Sastry, Kumara, Lima, Claudio F., Pelikan, Martin

Journal:

Evolutionary Computation

Year:

2009

Language:

english

File:

PDF, 1.58 MB

english, 2009

20

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference - GECCO '12 - Image segmentation using a genetic algorithm and hierarchical local search

Hauschild, Mark, Bhatia, Sanjiv, Pelikan, Martin

Year:

2012

Language:

english

File:

PDF, 942 KB

english, 2012

21

[ACM Press the 2005 conference - Washington DC, USA (2005.06.25-2005.06.29)] Proceedings of the 2005 conference on Genetic and evolutionary computation - GECCO '05 - Extracted global structure makes local building block processing effective in XCS

Butz, Martin V., Pelikan, Martin, Llorà, Xavier, Goldberg, David E.

Year:

2005

Language:

english

File:

PDF, 244 KB

english, 2005

22

[ACM Press the 2005 conference - Washington DC, USA (2005.06.25-2005.06.29)] Proceedings of the 2005 conference on Genetic and evolutionary computation - GECCO '05 - Scalability of genetic programming and probabilistic incremental program evolution

Ondas, Radovan, Pelikan, Martin, Sastry, Kumara

Year:

2005

Language:

english

File:

PDF, 215 KB

english, 2005

23

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - Sporadic model building for efficiency enhancement of hierarchical BOA

Pelikan, Martin, Sastry, Kumara, Goldberg, David E.

Year:

2006

Language:

english

File:

PDF, 184 KB

english, 2006

24

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Empirical analysis of ideal recombination on random decomposable problems

Sastry, Kumara, Pelikan, Martin, Goldberg, David E.

Year:

2007

Language:

english

File:

PDF, 253 KB

english, 2007

25

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Population sizing for entropy-based model building in discrete estimation of distribution algorithms

Yu, Tian-Li, Sastry, Kumara, Goldberg, David E., Pelikan, Martin

Year:

2007

Language:

english

File:

PDF, 290 KB

english, 2007

26

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Analyzing probabilistic models in hierarchical BOA on traps and spin glasses

Hauschild, Mark, Pelikan, Martin, Lima, Claudio F., Sastry, Kumara

Year:

2007

Language:

english

File:

PDF, 463 KB

english, 2007

27

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Hybrid evolutionary algorithms on minimum vertex cover for random graphs

Pelikan, Martin, Kalapala, Rajiv, Hartmann, Alexander K.

Year:

2007

Language:

english

File:

PDF, 205 KB

english, 2007

28

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - Using previous models to bias structural learning in the hierarchical BOA

Hauschild, Mark W., Pelikan, Martin, Sastry, Kumara, Goldberg, David E.

Year:

2008

Language:

english

File:

PDF, 434 KB

english, 2008

29

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - An application of a multivariate estimation of distribution algorithm to cancer chemotherapy

Brownlee, Alexander E.I., Pelikan, Martin, McCall, John A.W., Petrovski, Andrei

Year:

2008

Language:

english

File:

PDF, 187 KB

english, 2008

30

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - Analysis of estimation of distribution algorithms and genetic algorithms on NK landscapes

Pelikan, Martin

Year:

2008

Language:

english

File:

PDF, 277 KB

english, 2008

31

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - iBOA

Pelikan, Martin, Sastry, Kumara, Goldberg, David E.

Year:

2008

Language:

english

File:

PDF, 275 KB

english, 2008

32

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12 - Probabilistic model-building genetic algorithms

Pelikan, Martin

Year:

2012

Language:

english

File:

PDF, 2.18 MB

english, 2012

33

[ACM Press Proceeding of the fifteenth annual conference companion - Amsterdam, The Netherlands (2013.07.06-2013.07.10)] Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion - GECCO '13 Companion - Factor graph based factorization distribution algorithm

Helmi, B. Hoda, Rahamani, Adel T., Pelikan, Martin

Year:

2013

Language:

english

File:

PDF, 336 KB

english, 2013

34

[ACM Press the 10th annual conference - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 10th annual conference on Genetic and evolutionary computation - GECCO '08 - From mating pool distributions to model overfitting

Lima, Claudio F., Lobo, Fernando G., Pelikan, Martin

Year:

2008

Language:

english

File:

PDF, 466 KB

english, 2008

35

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Dependency trees, permutations, and quadratic assignment problem

Pelikan, Martin, Tsutsui, Shigeyoshi, Kalapala, Rajiv

Year:

2007

Language:

english

File:

PDF, 54 KB

english, 2007

36

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap

Pelikan, Martin, Sastry, Kumara, Goldberg, David E., Butz, Martin V., Hauschild, Mark

Year:

2009

Language:

english

File:

PDF, 416 KB

english, 2009

37

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Order or not

Pelikan, Martin, Laury, James D.

Year:

2007

Language:

english

File:

PDF, 214 KB

english, 2007

38

[ACM Press the 2008 GECCO conference companion - Atlanta, GA, USA (2008.07.12-2008.07.16)] Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation - GECCO '08 - Probabilistic model-building genetic algorithms

Pelikan, Martin

Year:

2008

Language:

english

File:

PDF, 1.31 MB

english, 2008

39

[ACM Press the 11th annual conference companion - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference - GECCO '09 - Probabilistic model-building genetic algorithms

Pelikan, Martin

Year:

2009

Language:

english

File:

PDF, 561 KB

english, 2009

40

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Intelligent bias of network structures in the hierarchical BOA

Hauschild, Mark W., Pelikan, Martin

Year:

2009

Language:

english

File:

PDF, 418 KB

english, 2009

41

[ACM Press the 11th Annual conference - Montreal, Québec, Canada (2009.07.08-2009.07.12)] Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO '09 - Analysis of evolutionary algorithms on the one-dimensional spin glass with power-law interactions

Pelikan, Martin, Katzgraber, Helmut G.

Year:

2009

Language:

english

File:

PDF, 1.00 MB

english, 2009

42

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - NK landscapes, problem difficulty, and hybrid evolutionary algorithms

Pelikan, Martin

Year:

2010

Language:

english

File:

PDF, 3.54 MB

english, 2010

43

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Spurious dependencies and EDA scalability

Radetic, Elizabeth, Pelikan, Martin

Year:

2010

Language:

english

File:

PDF, 630 KB

english, 2010

44

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Network crossover performance on NK landscapes and deceptive problems

Hauschild, Mark W., Pelikan, Martin

Year:

2010

Language:

english

File:

PDF, 447 KB

english, 2010

45

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12 - Linkage learning using the maximum spanning tree of the dependency graph

Helmi, B. Hoda, Pelikan, Martin, Rahmani, Adel T.

Year:

2012

Language:

english

File:

PDF, 321 KB

english, 2012

46

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference - GECCO '12 - Distance-based bias in model-directed optimization of additively decomposable problems

Pelikan, Martin, Hauschild, Mark W.

Year:

2012

Language:

english

File:

PDF, 488 KB

english, 2012

47

[ACM Press the fourteenth international conference - Philadelphia, Pennsylvania, USA (2012.07.07-2012.07.11)] Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference - GECCO '12 - Influence of selection on structure learning in markov network EDAs

Brownlee, Alexander E.I., McCall, John A.W., Pelikan, Martin

Year:

2012

Language:

english

File:

PDF, 423 KB

english, 2012

48

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - Studying XCS/BOA learning in Boolean functions

Butz, Martin V., Pelikan, Martin

Year:

2006

Language:

english

File:

PDF, 274 KB

english, 2006

49

[ACM Press the 2007 GECCO conference companion - London, United Kingdom (2007.07.07-2007.07.11)] Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation - GECCO '07 - Probabilistic model-building genetic algorithms

Pelikan, Martin

Year:

2007

Language:

english

File:

PDF, 499 KB

english, 2007

50

[ACM Press the 9th annual conference - London, England (2007.07.07-2007.07.11)] Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07 - Obtaining ground states of ising spin glasses via optimizing bonds instead of spins

Pelikan, Martin, Hartmann, Alexander K.

Year:

2007

Language:

english

File:

PDF, 56 KB

english, 2007